{"id":"W2992033515","doi":"","title":"The Current Situation, Problems and Development Path of Chinese Preschool Pre-Service Teachers Education: The Empirical Research Based on Students' Satisfaction","year":2014,"lang":"en","type":"article","venue":"Canadian social science","topic":"Teacher Professional Development and Motivation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Economic shortage; Preschool education; Service (business); Foundation (evidence); Psychology; Value (mathematics); Mathematics education; Empirical research; Pedagogy; Medical education; Medicine; Political science; Computer science; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.006666745,0.00007442728,0.00006423023,0.0001193431,0.005110009,0.0002129557,0.0005272114,0.0000484328,0.00001294676],"category_scores_gemma":[0.001147922,0.00004685602,0.00001254447,0.001059359,0.0008017891,0.0002004575,0.0000505384,0.0002793455,0.000007369049],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000762134,"about_ca_system_score_gemma":0.006490442,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01235009,"about_ca_topic_score_gemma":0.1424278,"domain_scores_codex":[0.9973136,0.000562301,0.0001801522,0.0002243343,0.001368248,0.0003513213],"domain_scores_gemma":[0.9987609,0.0003029553,0.00008787595,0.0001194049,0.000500346,0.0002285473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003999475,0.0000280354,0.5952557,0.000006208733,0.000002095531,1.504123e-8,0.1063599,0.000002727701,0.00001885037,0.002842969,0.001392007,0.2940875],"study_design_scores_gemma":[0.00006956291,0.000009080947,0.8564951,0.0000269277,0.000001155581,2.120561e-8,0.005849229,0.00003796911,0.000004269157,0.001109209,0.1363385,0.00005894014],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716069,0.00005286984,0.0001010785,0.01630768,0.0005547355,0.0008046926,0.000001263233,0.0000153486,0.01055542],"genre_scores_gemma":[0.9989959,0.000009547787,0.00006735036,0.0003828947,0.0001820865,0.0001021385,0.000003259124,0.000004121257,0.0002527014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2940286,"threshold_uncertainty_score":0.9991418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09477717278954356,"score_gpt":0.4255029275430116,"score_spread":0.330725754753468,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}